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PART V: Setting Up Infrastructure and Managing Operations
Curriculum
2 Sections
11 Lessons
10 Weeks
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13 Setting Up an Enterprise AI Cloud Platform Infrastructure
8
1.1
REFERENCE ARCHITECTURE PATTERNS FOR TYPICAL USE CASES
10 mins
1.2
FACTORS TO CONSIDER WHEN BUILDING AN ML PLATFORM
10 mins
1.3
KEY COMPONENTS OF AN ML AND DL PLATFORM
10 mins
1.4
KEY COMPONENTS OF AN ENTERPRISE AI/ML HEALTHCARE PLATFORM
10 mins
1.5
WORKBOOK TEMPLATE: ENTERPRISE AI CLOUD PLATFORM SETUP CHECKLIST
10 mins
1.6
SUMMARY
10 mins
1.7
REVIEW QUESTIONS
10 mins
1.8
ANSWER KEY
10 mins
14 Operating Your AI Platform with MLOps Best Practices
3
2.1
CENTRAL ROLE OF MLOps IN BRIDGING INFRASTRUCTURE, DATA, AND MODELS
10 mins
2.2
MODEL OPERATIONALIZATION
10 mins
2.3
WORKBOOK TEMPLATE: ML OPERATIONS AUTOMATION GUIDE
10 mins
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